forecast

NeuralProphet: A simple forecasting package

基于LSTM的时间序列预测研究

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

RNN based Time-series Anomaly detector model implemented in Pytorch.

Scalable machine 🤖 learning for time series forecasting.

Solcast Integration for Home Assistant

Custom component for retrieving weather information from the Bureau of Meteorology.

Gismeteo Weather Provider for Home Assistant

Home Assistant Open-Meteo Solar Forecast Integration

Asynchronous Astro Weather Forecast for Home Assistant

An accurate, self-learning solar production forecast for Home Assistant

Python Nowcasting

A free and asynchronous weather API wrapper made in python, for python.

Python wrapper for the Dark Sky API

The set of functions used for time series analysis and in forecasting.

Time series based anomaly detector

Python API wrapper for the DarkSky (async&sync)

An HA integration providing weather forecast, observations, precipitation (e.g. rain) radar, rain nowcast graph and warnings in The Netherlands using KNMI data

Generate data files for Wii Channels that have the latest news, forecast data, etc.

Model data as beliefs (at a certain time) about events (at a certain time).